Validation of anti-windup tuning rule in a solar furnace

Authors

DOI:

https://doi.org/10.17979/ja-cea.2026.47.13760

Keywords:

PID control, Systems with saturation, Anti-windup, Back-calculation, Disturbance rejection

Abstract

Proportional-integral (PI) controllers are widely used in industry due to their simplicity and robustness. However, actuator
saturation can lead to the phenomenon of windup, which significantly degrades system performance. Among the most commonly
used anti-windup techniques, the back-calculation scheme stands out, the performance of which depends on the correct selection
of the tracking constant. Although classical tuning rules exist, these tend to yield conservative and limited results when compared
to real operating conditions. This work validates new tuning rules for the constant Tt, developed for measurable disturbance
rejection problems. The validation is carried out on a simulator of an SF60 solar furnace, characterised by non-linear dynamics,
physical constraints and disturbances associated with changes in solar irradiance. The results obtained show that the proposed
rules significantly improve the system’s performance compared to classical tuning strategies. These results demonstrate the
practical applicability and effectiveness of the proposed rules.

References

Åström, K. J., Hägglund, T., 2006. Advanced PID control. ISA-The Instrumentation, Systems, and Automation Society, Research Triangle Park, NC.

Bohn, C., Atherton, D. P., 2002. An analysis package comparing PID anti-windup strategies. IEEE Control Systems Magazine 15 (2), 34–40. DOI: 0.1109/37.375281

Caparroz, M., Soltesz, K., Hägglund, T., Guzmán, J. L., 2026. A novel tuning rule for the tracking constant parameter in back-calculation anti-windup schemes. In: Proceedings of the 23rd IFAC World Congress. Accepted for publication / In press.

Carballo, J. A., Bonilla, J., Fernández-Reche, J., Nouri, B., Avila-Marin, A., Fabel, Y., Alarcón-Padilla, D.-C., 2023. Cloud detection and tracking based on object detection with convolutional neural networks. Algorithms 16 (10), 487. DOI: 10.3390/a16100487

da Silva, L. R., Flesch, R. C., Normey-Rico, J. E., 2018. Analysis of anti-windup techniques in PID control of processes with measurement noise. IFAC-PapersOnLine 51 (4), 948–953. DOI: 10.1016/j.ifacol.2018.06.100

Gil, J. D., Pataro, I. M., Roca, L., Guzmán, J. L., Berenguel, M., Cañadas, I., 2025. Adaptive temperature control for high-precision solar furnace operation. Solar Energy 299, 113781. DOI: 10.1016/j.solener.2025.113781

Guzmán, J. L., Hägglund, T., 2024. Tuning rules for feedforward control from measurable disturbances combined with PID control: a review. International Journal of Control 97 (1), 2–15. DOI: 10.1080/00207179.2021.1978537

Hägglund, T., Guzmán, J. L., 2024. Give us PID controllers and we can control the world. IFAC-PapersOnLine 58 (7), 103–108. DOI: 10.1016/j.ifacol.2024.08.018

Hoyo, Á., Moreno, J. C., Guzmán, J. L., Gil, J. D., Berenguel, M., 2025. Enhancing solar furnace performance by a robust QFT-based control approach. IEEE Transactions on Industrial Informatics (10), 7435–7444. DOI: 10.1109/TII.2025.3575134

Knospe, C., Feb. 2006. PID control. IEEE Control Systems Magazine 26 (1), 30–31. DOI: 10.1109/MCS.2006.1580151

Markaroglu, H., Guzelkaya, M., Eksin, I., Yesil, E., 2006. Tracking Time Adjustment In Back Calculation Anti-Windup Scheme. In: ECMS 2006 Proceedings, edited by: W. Borutzky, A. Orsoni, R. Zobel. pp. 613–618. DOI: 10.7148/2006-0613

Pataro, I. M., Gil, J. D., Roca, L., Guzm´an, J. L., Berenguel, M., Cañadas, I., 2024. Enhancing solar furnace thermal stress testing using an adaptive model and nonlinear predictive control. Renewable Energy 230, 120797. DOI: 10.1016/j.renene.2024.120797

Rundqwist, L., 1990. Anti-reset windup for PID controllers. IFAC Proceedings Volumes 23 (8), 453–458. DOI: 10.1016/S1474-6670(17)51865-0

Visioli, A., Jan. 2003. Modified anti-windup scheme for PID controllers. IEE Proceedings - Control Theory and Applications 150 (1), 49–54. DOI: 10.1049/ip-cta:20020769

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Published

2026-09-01

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Section

Ingeniería de Control